In this work, UBM is a diagonal covariance GMM of size 512, and it is one-time computation.
Fitness assignment: according to Equations 6 and 36, the evaluation of fitness one time requires NMn computations.
Moreover, since the explore action would be performed (ExploreTimes-NormalTimes) times in the overall learning process, the complexity of this action is O(ExploreTimes-NormalTimes), where ExploreTimes appeared in Equation 33. (3) Fitness assignment: according to Equations 6 and 36, the evaluation of fitness one time requires NMn computations.
Their scheme was in the amortized model [13], in which the client invests a one-time expensive computation phase when storing a large matrix with the server, which was used to make the verification of matrix multiplication fast.
Errors in pathlines computation will propagate from one time frame to the next and accumulate over time.
As Rivka Galchen explained in a 2011 article for the magazine, "Dream Machine," quantum computation begins from the fact that a single particle can be in two places at one time, a quality known as superposition.
The evaluations show that the proposed system can significantly improve 70% accuracy in MAP than traditional methods, and only needs less than one second computation time on the ordinary mobile phone.
Similar computations using existent methods require over 100 cubic time computations.
This one-to-one association decreases computation time by utilizing fewer variables for optimization.
So the scheduling (with this software implementation) takes about 63% of a one image processing computation time on a desktop computer.
Pre-computation of all 3-D similarity scores and the clustering of fifteen different contexts of structural and bioactivity similarities for all PubChem data can take months on hundreds of CPU cores; however, if the biological activity data is largely static, most of this computation is a one-time cost and the results need only be stored.
